Clinical Interpretability of Deep Learning for Predicting Microvascular Invasion in Hepatocellular Carcinoma by Using Attention Mechanism

Preoperative prediction of microvascular invasion (MVI) is essential for management decision in hepatocellular carcinoma (HCC). Deep learning-based prediction models of MVI are numerous but lack clinical interpretation due to their “black-box” nature. Consequently, we aimed to use an attention-guide...

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Detalles Bibliográficos
Autores principales: You, Huayu, Wang, Jifei, Ma, Ruixia, Chen, Yuying, Li, Lujie, Song, Chenyu, Dong, Zhi, Feng, Shiting, Zhou, Xiaoqi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10451856/
https://www.ncbi.nlm.nih.gov/pubmed/37627833
http://dx.doi.org/10.3390/bioengineering10080948

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10451856/
https://www.ncbi.nlm.nih.gov/pubmed/37627833
http://dx.doi.org/10.3390/bioengineering10080948

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